Run
436853

Run 436853

Task 115 (Learning Curve) vowel Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.FURIA(1)Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
weka.FURIA(1)_F3
weka.FURIA(1)_N2.0
weka.FURIA(1)_O2
weka.FURIA(1)_S1
weka.FURIA(1)_s0
weka.FURIA(1)_p0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9531 ± 0.0163
Per class
F measure
0.8146 ± 0.0389
Per class
Kappa
0.7971 ± 0.0417
KB relative information score
0.8162 ± 0.0304
Mean absolute error
0.0414 ± 0.0058
Mean prior absolute error
0.1653
Number of instances
9900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8159 ± 0.0384
Per class
Predictive accuracy
0.8156 ± 0.0379
Prior entropy
3.4594
Recall
0.8156 ± 0.0379
Per class
Relative absolute error
0.2506 ± 0.0352
Root mean prior squared error
0.2875
Root mean squared error
0.1607 ± 0.0151
Root relative squared error
0.5592 ± 0.0526
SciMark benchmark
942.1241
UserCPU time millis
1210
UserCPU time millis testing
10
UserCPU time millis training
1200